AI Studio
The orchestration platform for AI in the MLS ecosystem — manage agents, run multi-step workflows, and generate content with multi-provider model routing.
How It Works
studio.mls.world orchestrates AI workflows with live progress updates and seamless delivery into the rest of the MLS ecosystem.
Request
User sends generation request with prompt and configuration
Route
Model Router selects the best provider with automatic fallback
Execute
Workflow engine runs each step and keeps the process on track
Deliver
Results are packaged and sent to the right MLS services
Core Capabilities
Everything you need to build, orchestrate, and deploy AI-powered content pipelines.
Multi-Provider Model Router
In DevelopmentRoute requests across Gemini, OpenAI, and Replicate with automatic fallback.
Multi-Step Workflows
In DevelopmentDesign complex AI flows with multiple steps, reliable execution, and progress tracking.
Prompt Engine
PlannedManage templates with context injection and versioning for consistent outputs.
Agent Lifecycle Management
PlannedCreate, refine, and publish agents with shared identity across the ecosystem.
Structured Output
PlannedKeep outputs consistent across layouts, content, assets, and downstream workflows.
Real-time Progress
ResearchWatch jobs update as they run and review results immediately.
Credit System
AI Studio operations consume credits from agent.mls.world. 1 credit = $0.10.
Integration Points
assets.mls.world
Direct connection
Store AI-generated assets such as images, videos, and documents.
id.mls.world
Shared identity layer
Authentication via UITL and agent DID registration for published agents.
agent.mls.world
Platform integration
Credit system for AI usage and marketplace listing for published agents.
Start Creating with AI Studio
Build AI-powered content pipelines, orchestrate workflows, and deploy agents across the MLS ecosystem.